MarvelRivals — Marvel Rivals stream analytics — Jul 18, 2026

FULL STREAM INTELLIGENCE · Marvel Rivals

Jul 18, 2026 · VOD 2823331018

Chat mood & viewers

1,838 MSGS

Positive

176

9.6% of msgs

Negative

0.4% of msgs

Neutral

1,654

90.0% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

176 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

230:000.20→-1.00Δ-1.20
231:00-1.00→0.17Δ+1.17
94:000.00→1.00Δ+1.00
95:001.00→0.00Δ-1.00
131:000.00→1.00Δ+1.00
132:001.00→0.00Δ-1.00

Mood regime · per minute

376 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

376 MIN6 PEAKS

Auto-detected moments · clip suggestions

12 DETECTED12 CLIP-WORTHY

00:00EMOTES×5clip suggested Watch VOD
5 emote msgs — ×5 the average
- episkeyz: dingus41CrabRave dingus41CrabRave dingus41CrabRave
- otank08: DinoDance DinoDance DinoDance
01:00EMOTES×9clip suggested Watch VOD
9 emote msgs — ×9 the average
- Saba_Ange: sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPinkCow sabaanPink
- corpo_sensual: HypeSquawk
02:00EMOTES×8clip suggested Watch VOD
8 emote msgs — ×8 the average
- bloodmoonrevenant: GoldPLZ GoldPLZ GoldPLZ
- thezerocoool: thezero3Zerosrsgameface thezero3Zerosrsgameface thezero3Zerosrsgameface
04:00EMOTES×6clip suggested Watch VOD
6 emote msgs — ×6 the average
- belleofthechat: digita399Dance digita399Dance digita399Dance digita399Dance digita399Dance
- ASwagYT: mooimiPout
05:00EMOTES×6clip suggested Watch VOD
6 emote msgs — ×6 the average
- Mexultron: BatterUp ChillGirl
- poindexter9988: kingco168HesHere

Keyword tracker

TOP 14

they138
that119
team83
this79
like73
just70
mantis68
https62
elsa56
play52
with52
rivals49
game49
what48

Bot radar

2 FLAGGED

Suspect	Msgs	Score	Conf	Signals
fossabot	49	1.00	known	known bot account
rafergie	5	0.45	medium	repeated one message ×5 (100% of output)

Emote pulse

TOP 8

DinoDance63
LUL56
rafergHeart50
itsjfeLOL34
PopNemo28
<323
sabaanPinkCow22
neffWhatsapp12

Evidence tape

6 MSGS

00:00episkeyzOPENER
dingus41CrabRave dingus41CrabRave dingus41CrabRave
18:00FossabotWALL
🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen
86:00FossabotWALL
@kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
202:00FossabotWALL
@logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
265:00FossabotWALL
@princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http
290:00FossabotWALL
@penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Total messagesverified chat dump376 min · 105,207 views

Chat rate · per minute

H 19AVG 4.96 PEAKS

burst heat · 0m → 375m

Cumulative messages

RUNNING TOTAL

New chatters / min

FIRST SEEN

Top moments · chat bursts

≥1.3× AVG · 2M APART

0129:00 · 13 msgs×2.7
trending: “than”
- jinnchurikii: @plasmakilla1 literally what lol
- pandorawai: is there a new team added every stage?
- darling540: @FiddyNA Dive Meta is tough for supps by definition, but some supports are a lot better th
02228:00 · 17 msgs×3.5
trending: “and”
- milesinthehouse: Anything below 90 with C&D is throwing
- my_stro_007: on ironman and namor and peni and few more only
- Jhie_lo: 50-60% is exceptional on a poke character
03249:00 · 13 msgs×2.7
trending: “banned”
- dakoeta: save it so the other team cant ban it off
- twitchhuman222: @pandorawai rephrase: ntmr banned elsa, the bans above redemptions team is what is banned
- MedicFriend: A character gets banned for both teams, you can lock in a character so that you can use th
04266:00 · 13 msgs×2.7
trending: “lol”
- Fossabot: Follow Marvel Rivals Esports official X account at: https://x.com/RivalsEsports
- AnakinSlytalker: @dakoeta ?
- yungherpes: I’m stuck in bronze any tips
05307:00 · 19 msgs×3.9
trending: “was”
- purplepencase: what is this convo
- ToasTnWaFFLeS: GOT HIM!!!
- undyinmonarch: u complain about rework yet was the one that complained about widow not getting skins know
06351:00 · 13 msgs×2.7
trending: “SnoWorries”
- dramaticbalz: duck smoking cig
- HiiiBear: cloak and dagger bubble doing work
- kellz2444: ctdakBreakdance

Chat tape · highlights

00:00episkeyzOPENER
dingus41CrabRave dingus41CrabRave dingus41CrabRave
18:00FossabotWALL
🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen
86:00FossabotWALL
@kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
202:00FossabotWALL
@logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
265:00FossabotWALL
@princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http
290:00FossabotWALL
@penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.
295:00FossabotWALL
@purplepencase 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
304:00FossabotWALL
@continuouslytv 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/

Top chatter

RANK 01

dakoeta

MSGS
SENT

FIRST SEEN 242:00 · 6.0% OF ALL CHAT

Unique chatters

449

0% of viewers

Msgs / chatter

4.1

1,838 msgs total

From subs

0 msgs

Bots filtered

49 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS44% OF CHAT

#	Chatter	Badges	Msgs	Share
01	dakoeta		111	6.0%
02	my_stro_007		75	4.1%
03	undyinmonarch		71	3.9%
04	Jhie_lo		51	2.8%
05	Fossabot	MODBOT	49	2.7%
06	Saint_do_us_harm	MOD	43	2.3%
07	AnakinSlytalker		43	2.3%
08	Nqxttt		40	2.2%
09	dramaticbalz		38	2.1%
10	ethgrfdewsqa		31	1.7%
11	caitlij		31	1.7%
12	plasmakilla1		30	1.6%
13	chencking		30	1.6%
14	purplepencase		29	1.6%
15	darling540		23	1.3%
16	N0T_LUCY		22	1.2%
17	butt_nekid		22	1.2%
18	bgrealiz		21	1.1%
19	pandorawai		21	1.1%
20	Mupppsss		19	1.0%

User types · badge mix

62 BADGES

PREMIUM294 · 16%
JUBILEE128 · 7%
MODERATOR97 · 5%
RAGING-WOLF-HELM50 · 3%
FOOTBALL-FEST-202649 · 3%
BOT-BADGE49 · 3%
TWITCH-RECAP-202344 · 2%
NASA-ARTEMIS-II31 · 2%

New chatters · arrival curve

449 TOTAL

first-message arrivals · 0m → 375m

15 joined in the first 2 minutes = 3% of all chatters

Returning

≥5 msgs sent

One-and-done

247

single message

Most mentioned

405 @s

@dakoeta23 · 14u
@undyinmonarch19 · 9u
@bgrealiz14 · 2u
@ethgrfdewsqa11 · 8u
@saint_do_us_harm11 · 9u
@jhie_lo11 · 8u
@1oroshi11 · 7u
@n0t_lucy10 · 7u

Top interactors

WHO PINGS MOST

undyinmonarch30
plasmakilla119
saint_do_us_harm17
chencking17
fossabot15
nqxttt14
n0t_lucy14
dakoeta13

Chat tape

NOTABLE MSGS

00:00episkeyzOPENER
dingus41CrabRave dingus41CrabRave dingus41CrabRave
18:00FossabotWALL
🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen
86:00FossabotWALL
@kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
202:00FossabotWALL
@logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
265:00FossabotWALL
@princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http
290:00FossabotWALL
@penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.
295:00FossabotWALL
@purplepencase 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
304:00FossabotWALL
@continuouslytv 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

30%

552 msgs

Top 50 chatters

62%

1,133 msgs

Remaining

399

share 38%

TOP 10 · 30%REST · 439 CHATTERS · 70%

DinoDance ×63LUL ×56rafergHeart ×50itsjfeLOL ×34PopNemo ×28<3 ×23sabaanPinkCow ×22neffWhatsapp ×12mashhmGrin ×12kaaaaeTWRK ×10

Emote volume

MSGS W/ EMOTES

Of all messages

14.1%

1,838 msgs scanned

Emote codes

528 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

144

338

681

451

175

1-56-1516-4041-8081-160160+

Median

30 ch

P90

89 ch

Max

410 ch

Chat DNA

% OF ALL MSGS

Caps rage

1.4%

25 msgs

Questions

9.1%

167 msgs

Mentions

22.1%

407 @calls

Commands

1.5%

28 !calls

CAPS1.4%
QUESTIONS9.1%
MENTIONS22.1%
COMMANDS1.5%

Top multiplier

#1 EMOTE

DinoDance

official emote · per-minute flow

02LUL×56
03rafergHeart×50
04itsjfeLOL×34

Emote leaderboard

OFFICIAL7TV-STYLE

DinoDance×63
LUL×56
rafergHeart×50
itsjfeLOL×34
PopNemo×28
<3×23
sabaanPinkCow×22
neffWhatsapp×12
mashhmGrin×12
kaaaaeTWRK×10
imGlitch×10
PogChamp×10
sonoHypebutt×10
BratChat×9
HeyGuys×9
SnoWorries×9

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 5 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	Follow Marvel Rivals Esports official X account at: https://x.com/RivalsEsports	×33	1	33m→373m	NICHE
02	!drops	×13	13	37m→344m	VIRAL
03	!bracket	×9	9	29m→374m	NICHE
04	nice	×5	5	114m→319m	NICHE
05	rafergHeart rafergHeart rafergHeart rafergHeart rafergHeart	×5	1	219m→362m	NICHE

Keyword cloud

TOP 18 TOKENS

they₁₃₈that₁₁₉team₈₃this₇₉like₇₃just₇₀mantis₆₈https₆₂elsa₅₆play₅₂with₅₂rivals₄₉game₄₉what₄₈widow₄₇from₄₅gambit₄₅drops₄₅

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

18:00FossabotWALL
🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen
86:00FossabotWALL
@kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
202:00FossabotWALL
@logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
265:00FossabotWALL
@princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http
290:00FossabotWALL
@penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.
295:00FossabotWALL
@purplepencase 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
304:00FossabotWALL
@continuouslytv 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/

User colors

TOP 16

Participation inequality

449 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

17%

4 users

Top 5%

45%

22 users

Top 10%

60%

45 users

Community split

SHARE OF CHATTERS

CORE

DRIVE-BY

Lorenz curve · cumulative share

USERS → MESSAGES

DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT

User tiers · who carries the chat

4 TIERS

1 msg247USERS247MSGS13.4%
2-4 msgs131USERS340MSGS18.5%
5-19 msgs52USERS470MSGS25.6%
20+ msgs19USERS781MSGS42.5%

19 super-active users (4.2% of chatters) wrote 42% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@dakoeta23 · by 14 users
@undyinmonarch19 · by 9 users
@bgrealiz14 · by 2 users
@ethgrfdewsqa11 · by 8 users
@saint_do_us_harm11 · by 9 users
@jhie_lo11 · by 8 users
@1oroshi11 · by 7 users
@n0t_lucy10 · by 7 users
@darling5409 · by 7 users
@episkeyz9 · by 5 users

Top interactors

WHO REACHES OUT

undyinmonarch30 sent
plasmakilla119 sent
saint_do_us_harm17 sent
chencking17 sent
fossabot15 sent
nqxttt14 sent
n0t_lucy14 sent
dakoeta13 sent
bgrealiz12 sent
goshbite6911 sent

Badge mix

TOP 8

PREMIUM294 · 16%
JUBILEE128 · 7%
MODERATOR97 · 5%
RAGING-WOLF-HELM50 · 3%
FOOTBALL-FEST-202649 · 3%
BOT-BADGE49 · 3%
TWITCH-RECAP-202344 · 2%
NASA-ARTEMIS-II31 · 2%

Core community

≥3 interactions

Drive-by

204

1 msg · 0 interactions

Mentions

405

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	undyinmonarch	→	bgrealiz	11
02	bgrealiz	→	undyinmonarch	10
03	plasmakilla1	→	jhie_lo	4
04	chencking	→	dakoeta	4
05	darling540	→	uhtredodinson	3
06	n0t_lucy	→	ethgrfdewsqa	3
07	plasmakilla1	→	n0t_lucy	3
08	episkeyz	→	b3rto917	3
09	b3rto917	→	episkeyz	3
10	plasmakilla1	→	1oroshi	3
11	dramaticbalz	→	dark_vray	3
12	ghostreaper_28	→	officerkev48	3

Chat tape

NOTABLE MESSAGES

00:00episkeyzOPENER
dingus41CrabRave dingus41CrabRave dingus41CrabRave
18:00FossabotWALL
🎮 Chat Rules 🎮 1️⃣ No foul language 2️⃣ No discrimination — hateful, racist, sexist, homophobic, or transphobic commen
86:00FossabotWALL
@kiszczamesynku 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https:/
202:00FossabotWALL
@logan_remains 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://
265:00FossabotWALL
@princess__zelda__ 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 http
290:00FossabotWALL
@penguin3352 1. Exclusive Twitch Drops (World Championship) : from June 26, 12:00 UTC – July 19, 20:59 UTC 🔗 https://x.

Social share card

This is the exact image link unfurlers render when this stream is shared.

↓ Download card (1200×630)

Ad equivalence

DEMO

no viewer track captured

Engagement quality

MEASURED

Viewers who chat

Msgs / viewer

0.0

chat depth

Community gini

0.64

0 = broad, 1 = few voices

Loyal chatters

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

ASafety grade

Score / 100

PROFANITY0.0%
CAPS RAGE1.4%
SPAM/PASTA3.5%
BOT MSGS2.7%

Sponsor signals · detected in chat

9 DETECTED

Type	Asset	Pushes	Users	Window	Source
LINK	x.com	×61	1	33m→373m	BOT TIMER
CMD	!drops	×13	13	37m→344m	ORGANIC
CMD	!bracket	×9	9	29m→374m	ORGANIC
CMD	!schedule	×2	2	325m→327m	ORGANIC
CMD	!rules	×1	1	18m→18m	ORGANIC
CMD	!drop	×1	1	86m→86m	ORGANIC
CMD	!score	×1	1	327m→327m	ORGANIC
CMD	!commands	×1	1	327m→327m	ORGANIC
LINK	fossabot.com	×1	1	327m→327m	BOT TIMER

Sponsor lift · ad-read impact

DEMO

Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.

Audience language

MEASURED

ES1.3%
EN40.3%
OTHER / EMOTE-ONLY58.4%

language of written messages · emote-only spam excluded from ES/EN

Audience overlap

DEMO

streamer_alpha34% shared
streamer_beta21% shared
streamer_gamma9% shared
streamer_delta4% shared

shared active chatters · real version needs chat dumps of candidate streamers

Growth track

DEMO

Followers / wk

+2,100

last week

Streams / wk

5.2

±1h start time

real version fetches channel history via twitchtracker / helix

MSGS 1,838CHATTERS 449POS 176NEG 8TOP KEYWORD “THEY” ×138GINI 0.643BOTS 2PEAK ×9 @ 1m

MarvelRivals's Marvel Rivals stream "Marvel Rivals Ignite Mid-Season Qualifiers AMER Region" on Jul 18, 2026 generated 1,838 messages from 449 unique chatters (4.9 msgs/min average, peaking at 19/min). Sentiment ran 176 positive vs 8 negative, and the top keyword was "they" (×138). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

Ask me something about the stream

MarvelRivals stream analytics summary